Graph Meta Network for Multi-Behavior Recommendation

8 October 2021

Lianghao Xia

Chao Huang

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Papers citing "Graph Meta Network for Multi-Behavior Recommendation"

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Title
A Self-Supervised Mixture-of-Experts Framework for Multi-behavior Recommendation Kyungho Kim Sunwoo Kim Geon Lee Kijung Shin 8 0 0 27 Aug 2025
Hierarchical Graph Information Bottleneck for Multi-Behavior Recommendation Hengyu Zhang Chunxu Shen Xiangguo Sun Jie Tan Yanchao Tan Yu Rong Hong Cheng Lingling Yi 29 0 0 21 Jul 2025
Partition-wise Graph Filtering: A Unified Perspective Through the Lens of Graph Coarsening Guoming Li Jian Yang Yifan Chen 285 0 0 20 May 2025
Tricolore: Multi-Behavior User Profiling for Enhanced Candidate Generation in Recommender Systems Xiao Zhou Zhongxiang Zhao Hanze Guo 654 1 0 04 May 2025
Multi-Behavior Recommender Systems: A Survey Kyungho Kim Sunwoo Kim Geon Lee Jinhong Jung Kijung Shin AI4CE 95 1 0 10 Mar 2025
Joint Modeling in Recommendations: A Survey Xiangyu Zhao Yichao Wang Bo Chen Jingtong Gao Yuhao Wang Xiaopeng Li Pengyue Jia Qiang Liu Huifeng Guo Ruiming Tang 113 1 0 28 Feb 2025
Combinatorial Optimization Perspective based Framework for Multi-behavior Recommendation Chenhao Zhai Chang Meng Yu Yang Kexin Zhang Xuhao Zhao Xiu Li 163 3 0 04 Feb 2025
Multi-Grained Preference Enhanced Transformer for Multi-Behavior Sequential Recommendation Chuan He Yongchao Liu Qiang Li Weiqiang Wang Xin Fu Xinyi Fu Chuntao Hong Xinwei Yao 145 0 0 31 Dec 2024
Triple Modality Fusion: Aligning Visual, Textual, and Graph Data with Large Language Models for Multi-Behavior Recommendations Luyi Ma Xiaohan Li Zezhong Fan Kai Zhao Jianpeng Xu Praveen Kanumala Gabriele Tolomei Sushant Kumar Sushant Kumar Kannan Achan 161 8 0 16 Oct 2024
CoActionGraphRec: Sequential Multi-Interest Recommendations Using Co-Action Graphs Yi Sun Yuri M. Brovman 53 1 0 15 Oct 2024
Denoising Pre-Training and Customized Prompt Learning for Efficient Multi-Behavior Sequential Recommendation Hao Wang Yongqiang Han Kefan Wang Kai Cheng Zhen Wang Wei Guo Yong Liu Defu Lian Enhong Chen 101 4 0 21 Aug 2024
HMAR: Hierarchical Masked Attention for Multi-Behaviour Recommendation Shereen Elsayed Ahmed Rashed Lars Schmidt-Thieme 140 2 0 29 Apr 2024
Knowledge-Aware Multi-Intent Contrastive Learning for Multi-Behavior Recommendation Shunpan Liang Junjie Zhao Chen Li Yu Lei HAI 53 1 0 18 Apr 2024
Polynomial Selection in Spectral Graph Neural Networks: An Error-Sum of Function Slices Approach Guoming Li Jian Yang Shangsong Liang Dongsheng Luo 196 1 0 15 Apr 2024
How Does Message Passing Improve Collaborative Filtering? Mingxuan Ju William Shiao Zhichun Guo Yanfang Ye Yozen Liu Neil Shah Tong Zhao 110 8 0 27 Mar 2024
Multi-Relational Graph Neural Network for Out-of-Domain Link Prediction Asma Sattar Georgios Deligiorgis Marco Trincavelli Davide Bacciu OOD 71 1 0 17 Mar 2024
Personalized Behavior-Aware Transformer for Multi-Behavior Sequential Recommendation Jiajie Su Chaochao Chen Zibin Lin Xi Li Weiming Liu Xiaolin Zheng 104 33 0 22 Feb 2024
BMLP: Behavior-aware MLP for Heterogeneous Sequential Recommendation Weixin Li Yuhao Wu Yang Liu Weike Pan Zhong Ming 102 4 0 20 Feb 2024
Towards Open-world Cross-Domain Sequential Recommendation: A Model-Agnostic Contrastive Denoising Approach Wujiang Xu Xuying Ning Wenfang Lin Mingming Ha Qiongxu Ma Qianqiao Liang Xuewen Tao Lin Chen Bing Han Minnan Luo 121 6 0 08 Nov 2023
Impression-Informed Multi-Behavior Recommender System: A Hierarchical Graph Attention Approach Dong Li Divya Bhargavi V. Ravipati 123 5 0 06 Sep 2023
SSLRec: A Self-Supervised Learning Framework for Recommendation Xubin Ren Lianghao Xia Yuhao Yang Wei Wei Tianle Wang Xuheng Cai Chao Huang 142 41 0 10 Aug 2023
Random Walk on Multiple Networks Dongsheng Luo Yuchen Bian Yaowei Yan Xiong Yu Jun Huan Xiao Liu Xiang Zhang 77 3 0 04 Jul 2023
Multi-behavior Self-supervised Learning for Recommendation Jingcao Xu Chaokun Wang Cheng Wu Yang Song Kai Zheng Xiaowei Wang Changping Wang Guorui Zhou Kun Gai 112 49 0 22 May 2023
Instant Representation Learning for Recommendation over Large Dynamic Graphs Cheng Wu Chao-Hong Wang Jingcao Xu Ziwei Fang Tiankai Gu Changping Wang Yang Song Kai Zheng Xiaowei Wang Guorui Zhou AI4TS 91 9 0 22 May 2023
Compressed Interaction Graph based Framework for Multi-behavior Recommendation Wei Guo Chang Meng Enming Yuan Zhicheng He Huifeng Guo ... Bo Chen Yaochen Hu Ruiming Tang Xiufeng Li Rui Zhang 96 25 0 04 Mar 2023
A Survey on User Behavior Modeling in Recommender Systems Zhicheng He Weiwen Liu Wei Guo Jiarui Qin Yingxue Zhang Yaochen Hu Ruiming Tang 156 37 0 22 Feb 2023
Knowledge Enhancement for Contrastive Multi-Behavior Recommendation Hongrui Xuan Yi Liu Bohan Li Hongzhi Yin 118 83 0 13 Jan 2023
Causal Intervention for Fairness in Multi-behavior Recommendation Xi Wang Wenjie Wang Fuli Feng Wenge Rong Chuantao Yin Zhang Xiong CML 99 2 0 10 Sep 2022
Multiplex Heterogeneous Graph Convolutional Network YU Peng Chaofan Fu Yanwei Yu Chao Huang Zhongying Zhao Junyu Dong 94 77 0 12 Aug 2022
Coarse-to-Fine Knowledge-Enhanced Multi-Interest Learning Framework for Multi-Behavior Recommendation Chang Meng Ziqi Zhao Wei Guo Yingxue Zhang Haolun Wu Chen Gao Dong Li Xiu Li Ruiming Tang 108 30 0 03 Aug 2022
Self-Supervised Hypergraph Transformer for Recommender Systems Lianghao Xia Chao Huang Chuxu Zhang 111 131 0 28 Jul 2022
Multi-Behavior Hypergraph-Enhanced Transformer for Sequential Recommendation Yuhao Yang Chao Huang Lianghao Xia Yuxuan Liang Yanwei Yu Chenliang Li HAI 118 142 0 12 Jul 2022
Multi-Behavior Sequential Recommendation with Temporal Graph Transformer Lianghao Xia Chao Huang Yong-mei Xu Jiangsen Pei HAI 155 59 0 06 Jun 2022
Knowledge Graph Contrastive Learning for Recommendation Yuhao Yang Chao Huang Lianghao Xia Chenliang Li 144 377 0 02 May 2022
Hypergraph Contrastive Collaborative Filtering Lianghao Xia Chao Huang Yong-mei Xu Jiashu Zhao D. Yin J. Huang 144 350 0 26 Apr 2022
Multi-view Multi-behavior Contrastive Learning in Recommendation Yiqing Wu Ruobing Xie Yongchun Zhu Xiang Ao Xin Chen Xu-Yao Zhang Fuzhen Zhuang Leyu Lin Qing He 118 86 0 20 Mar 2022
Contrastive Meta Learning with Behavior Multiplicity for Recommendation Wei Wei Chao Huang Lianghao Xia Yong-mei Xu Jiashu Zhao D. Yin 107 181 0 17 Feb 2022
Collaborative Reflection-Augmented Autoencoder Network for Recommender Systems Lianghao Xia Chao Huang Yong-mei Xu Huance Xu Xiang Li Weiguo Zhang HAI 68 10 0 10 Jan 2022
Social Recommendation with Self-Supervised Metagraph Informax Network Xiaoling Long Chao Huang Yong-mei Xu Huance Xu Peng Dai Lianghao Xia Liefeng Bo 134 96 0 08 Oct 2021
Recent Advances in Heterogeneous Relation Learning for Recommendation Chao Huang 145 32 0 07 Oct 2021
CatGCN: Graph Convolutional Networks with Categorical Node Features Weijia Chen Fuli Feng Qifan Wang Xiangnan He Chonggang Song Guohui Ling Yongdong Zhang GNN 86 24 0 11 Sep 2020
Hyperbolic Graph Convolutional Neural Networks Ines Chami Rex Ying Christopher Ré J. Leskovec GNN 178 688 0 28 Oct 2019